Production Architecture
Agentic AI Needs Workflow Architecture, Not Just Prompts
Why production AI agents need permissions, state machines, audit trails, approval gates, retries, and recovery paths before they can safely act inside real systems.
Blog
Technical field notes on application architecture, backend APIs, workflow reliability, monitoring, automation, distributed systems, CMS platforms, and engineering experiments.
Articles
Practical articles grounded in production systems, public products, engineering labs, and prototypes.
Why production AI agents need permissions, state machines, audit trails, approval gates, retries, and recovery paths before they can safely act inside real systems.
Why production systems need explicit recovery paths for failed forms, retries, stale state, background jobs, and operational handoffs.
Practical API boundaries, validation, idempotency, observability, and type-safety patterns for production Node.js services.